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Interpretable and Annotation-Efficient Learning for Medical Image Computing

Springer International Publishing
53.49 € · Paperback

artificial intelligence bioinformatics classification computer vision deep learning image analysis image processing image reconstruction image segmentation imaging systems imperfect data machine learning medical image analysis medical images neural networks

This book constitutes the refereed joint proceedings of the Third International Workshop on Interpretability of Machine Intelligence in Medical Image Computing, iMIMIC 2020, the Second International Workshop on Medical Image Learning with Less Labels and Imperfect Data, MIL3ID 2020, and the 5th Inte...

Interpretable and Annotation-Efficient Learning for Medical Image Computing

Springer International Publishing
53.49 € · eBook

artificial intelligence bioinformatics classification computer vision deep learning image analysis image processing image reconstruction image segmentation imaging systems imperfect data machine learning medical image analysis medical images neural networks

This book constitutes the refereed joint proceedings of the Third International Workshop on Interpretability of Machine Intelligence in Medical Image Computing, iMIMIC 2020, the Second International Workshop on Medical Image Learning with Less Labels and Imperfect Data, MIL3ID 2020, and the 5th Inte...

Medical Image Learning with Limited and Noisy Data

Springer International Publishing
128.39 € · Paperback

noisy data limited data medical images deep learning machine learning unsupervised learning data annotations semi-supervised learning self-supervised learning active learning contrastive learning multitask learning effective training efficient annotation

This book consists of full papers presented in the 2nd workshop of ”Medical Image Learning with Noisy and Limited Data (MILLanD)” held in conjunction with the 26th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2023).The 24 full papers presented we...

Medical Image Learning with Limited and Noisy Data

Springer International Publishing
117.69 € · eBook

noisy data limited data medical images deep learning machine learning unsupervised learning data annotations semi-supervised learning self-supervised learning active learning contrastive learning multitask learning effective training efficient annotation

This book consists of full papers presented in the 2nd workshop of ”Medical Image Learning with Noisy and Limited Data (MILLanD)” held in conjunction with the 26th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2023).The 24 full papers presented we...

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